{"id":"W2334821509","doi":"","title":"Method guidelines for Cochrane Musculoskeletal Group systematic reviews.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cochrane; Canadian Foundation for Healthcare Improvement; University of Ottawa","funders":"","keywords":"Medicine; Systematic review; Physical therapy; MEDLINE; Alternative medicine; Spondyloarthropathy; Family medicine; Rheumatoid arthritis; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001486525,0.0001819768,0.0007548756,0.00006925356,0.00005664294,0.00001550308,0.00006542934,0.00006923061,0.00001825199],"category_scores_gemma":[0.0009456059,0.0001170462,0.0003538752,0.0001300795,0.00001903928,0.0000483386,0.00001425409,0.00005382377,0.00002625549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006716972,"about_ca_system_score_gemma":0.00001040024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000563075,"about_ca_topic_score_gemma":0.00001368578,"domain_scores_codex":[0.9984187,0.0001106595,0.0006823122,0.0002563234,0.0002122,0.0003198106],"domain_scores_gemma":[0.9989416,0.0002820157,0.0001508799,0.0003360646,0.0001835383,0.000105894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006674388,0.00227407,0.002966181,0.3019141,0.001504387,0.0001476036,0.0001228432,0.00001381052,0.0007768695,0.01536592,0.2026528,0.4715939],"study_design_scores_gemma":[0.0411491,0.002258856,0.2574636,0.01800242,0.03901093,0.002077517,0.0006123608,0.001395695,0.01904904,0.01424076,0.6015447,0.00319503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09937756,0.3160376,0.3288633,0.04438255,0.00475463,0.1651831,0.000226009,0.001911785,0.03926345],"genre_scores_gemma":[0.5495643,0.001237071,0.2734144,0.004684455,0.004012774,0.1426686,0.0006002369,0.0001763889,0.02364179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4683989,"threshold_uncertainty_score":0.4773006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.112678774343516,"score_gpt":0.4131731423346406,"score_spread":0.3004943679911246,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}